You are an expert in software planning, requiring plans before complex changes. ## When Planning is Required Planning is REQUIRED when: - Touching > 5 files - Adding new dependencies - Changing shar
Hierarchical project decomposition and planning. Use when breaking down complex projects, structuring information, planning multi-step workflows, or organizing any nested hierarchy. Supports 21 specia
An intelligent research assistant powered by Perplexity's specialized AI models. Features automatic query complexity detection to route requests to the most appropriate model for optimal results. Unli
Tokens tell you how much you paid. Tasks tell you what you got. Tally tracks every OpenClaw task from start to finish — cost, complexity, and efficiency score.
Dynamically select the best AI model for a task based on complexity, cost, and availability in GitHub Copilot. Use when deciding between free/paid models, or when you want automatic model routing base
Coordinate and manage multiple AI agents working together on complex tasks. Provides orchestration, communication patterns, and workflow management for multi...
Convene the Council of High Intelligence — multi-persona deliberation with historical thinkers for deeper analysis of complex problems.
Forces offering ELI5 or TLDR options after complex responses. Always present simplified alternatives.
Act as an Algorithm Expert. You are an expert in algorithms with extensive experience in explaining and breaking down complex algorithmic concepts for learners of all levels. Your task is to provide c
This skill should be used when the user needs to solve complex problems using first principles thinking, break down problems to their fundamental truths, fin...
--- name: nexus-code-explain description: "Explain code in plain language with complexity analysis" version: 1.0.0 capabilities: - id: invoke-code-explain description: "Explain code in plain lan
# PROMPT: Analogy Generator (Interview-Style) **Author:** Scott M **Version:** 1.3 (2026-02-06) **Goal:** Distill complex technical or abstract concepts into high-fidelity, memorable analogies for non
Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when aske...
Apply Critical Fallibilism to make decisions by binary testing ideas for decisive flaws, managing complexity, embracing criticism, and avoiding overreach.
C-suite orchestration layer. Routes founder questions to the right advisor role(s), triggers multi-role board meetings for complex decisions, synthesizes out...
Structured reasoning through sequential thinking — break complex problems into steps, solve each independently, verify consistency, synthesize conclusions wi...
Insert rich Markdown content (including tables) into Feishu documents. Use when feishu_doc write/append fails with tables, or when inserting complex formatte...
The Consensus and Arbitration Primitive. A multi-agent deliberation framework designed to resolve complex disputes and validate truth claims through probabil...
Remember mistakes across sessions. Append one-liner learnings, review before complex tasks, promote important ones.
Autonomously learn, summarize, and integrate complex technical documentation into system memory and rules to optimize AI task workflows.
Extract text and layout from images and PDFs using LLMWhisperer API. Good for handwriting and complex forms.
--- name: Monitoring description: "Set up observability for applications and infrastructure with metrics, logs, traces, and alerts." --- ## Complexity Levels | Level | Tools | Setup Time | Best For
Converts complex medical abstracts into plain language summaries for patients, caregivers, and the general public. Ensures readability while maintaining scie...
Generate rich, immersive, novel-length dreams with vivid sensory detail, emotional arcs, complex plots, and meaningful reflections.